Triple

T12438099
Position Surface form Disambiguated ID Type / Status
Subject Ngarluma people E297199 entity
Predicate hasNativeTitleDetermination P48870 FINISHED
Object Ngarluma/Yindjibarndi native title determination
The Ngarluma/Yindjibarndi native title determination is a landmark Australian Federal Court ruling that legally recognized the traditional land rights of the Ngarluma and Yindjibarndi peoples over parts of the Pilbara region in Western Australia.
E983950 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ngarluma/Yindjibarndi native title determination | Statement: [Ngarluma people, hasNativeTitleDetermination, Ngarluma/Yindjibarndi native title determination]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngarluma/Yindjibarndi native title determination
Context triple: [Ngarluma people, hasNativeTitleDetermination, Ngarluma/Yindjibarndi native title determination]
  • A. South West Native Title Settlement
    The South West Native Title Settlement is a landmark agreement between the Noongar people and the Western Australian government that provides comprehensive recognition of Noongar rights and interests in lieu of pursuing native title claims through the courts.
  • B. Gomeroi Native Title Applicant
    The Gomeroi Native Title Applicant is the representative body pursuing legal recognition of the native title rights and interests of the Gamilaraay (Gomeroi) people over their traditional lands in Australia.
  • C. Darumbal People Native Title Claim (QUD6131/1998)
    Darumbal People Native Title Claim (QUD6131/1998) is the formal legal proceeding through which the Darumbal people sought and obtained recognition of their traditional land rights under Australia’s native title system in central Queensland.
  • D. Mabo v Queensland (No 2)
    Mabo v Queensland (No 2) is a landmark 1992 High Court of Australia decision that recognized native title and overturned the doctrine of terra nullius in relation to Aboriginal and Torres Strait Islander land rights.
  • E. Native Title Act 1993 (Cth)
    The Native Title Act 1993 (Cth) is an Australian federal law that recognises and regulates Indigenous Australians’ native title rights to land and waters and establishes the framework for their determination and protection.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ngarluma/Yindjibarndi native title determination
Triple: [Ngarluma people, hasNativeTitleDetermination, Ngarluma/Yindjibarndi native title determination]
Generated description
The Ngarluma/Yindjibarndi native title determination is a landmark Australian Federal Court ruling that legally recognized the traditional land rights of the Ngarluma and Yindjibarndi peoples over parts of the Pilbara region in Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngarluma/Yindjibarndi native title determination
Target entity description: The Ngarluma/Yindjibarndi native title determination is a landmark Australian Federal Court ruling that legally recognized the traditional land rights of the Ngarluma and Yindjibarndi peoples over parts of the Pilbara region in Western Australia.
  • A. South West Native Title Settlement
    The South West Native Title Settlement is a landmark agreement between the Noongar people and the Western Australian government that provides comprehensive recognition of Noongar rights and interests in lieu of pursuing native title claims through the courts.
  • B. Gomeroi Native Title Applicant
    The Gomeroi Native Title Applicant is the representative body pursuing legal recognition of the native title rights and interests of the Gamilaraay (Gomeroi) people over their traditional lands in Australia.
  • C. Darumbal People Native Title Claim (QUD6131/1998)
    Darumbal People Native Title Claim (QUD6131/1998) is the formal legal proceeding through which the Darumbal people sought and obtained recognition of their traditional land rights under Australia’s native title system in central Queensland.
  • D. Mabo v Queensland (No 2)
    Mabo v Queensland (No 2) is a landmark 1992 High Court of Australia decision that recognized native title and overturned the doctrine of terra nullius in relation to Aboriginal and Torres Strait Islander land rights.
  • E. Native Title Act 1993 (Cth)
    The Native Title Act 1993 (Cth) is an Australian federal law that recognises and regulates Indigenous Australians’ native title rights to land and waters and establishes the framework for their determination and protection.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8dc0f881908a3da736d8947ce1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0911a08190ba84a20950762e68 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:55 p.m.